Within-City Variation in Ambient Carbon Monoxide Concentrations: Leveraging Low-Cost Monitors in a Spatiotemporal Modeling Framework.
Jianzhao BiChristopher ZuidemaDavid ClausenKipruto KirwaMichael T YoungAmanda J GassettEdmund Y W SetoPaul D SampsonTimothy V LarsonAdam A SzpiroLianne SheppardJoel D KaufmanPublished in: Environmental health perspectives (2022)
The three novel parameters did not substantially improve model performance, suggesting that, on its own, our spatiotemporal modeling framework based on geographic features was reliable and robust. As low-cost air monitors become increasingly available, this approach to CO concentration modeling can be generalized to resource-restricted environments to facilitate comprehensive epidemiological research. https://doi.org/10.1289/EHP10889.
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